Segmentation on Hecktor 2022
56.48Dice ScoreVeloxSeg
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VeloxSegVenue=Ours2025.09 | 56.48 | 47.66 | 74.81 | 49.24 | |
| U-KANVenue=AAAI’252025.09 | 55.89 | 23.48 | 77.72 | 46.89 | |
| VNetVenue=3DV’152025.09 | 55.61 | 41.46 | 78.21 | 46.01 | |
| VSmTransVenue=MIA’242025.09 | 52.91 | 78.03 | 61.91 | 50.97 | |
| UNetVenue=MICCAI’162025.09 | 50.25 | 65.03 | 72.13 | 41.5 | |
| SuperLightNetVenue=CVPR’252025.09 | 50.03 | 34.36 | 75.29 | 40.65 | |
| Slim UNETRVenue=TMI’242025.09 | 49.4 | 56.55 | 69.53 | 41.2 | |
| SegFormer-3DVenue=CVPRW’242025.09 | 48.47 | 54.29 | 73.63 | 38.35 | |
| UNETRVenue=WACV’222025.09 | 48.1 | 73.27 | 70.71 | 39.11 | |
| MedNeXt-SVenue=MICCAI’232025.09 | 47.22 | 79.82 | 64.89 | 40.38 | |
| H-DenseFormerVenue=MICCAI’232025.09 | 46.79 | 34.84 | 78.33 | 35.31 | |
| U-RWKVVenue=MICCAI’252025.09 | 45.97 | 56.83 | 64.52 | 39.71 | |
| Swin UNETRVenue=MICCAI’212025.09 | 44.56 | 103.02 | 62.43 | 37.55 | |
| HCMA-UNetVenue=ICME’252025.09 | 42.06 | 146.11 | 67.68 | 33.18 | |
| A2FSegVenue=MICCAI’232025.09 | 40.9 | 32.95 | 77.02 | 30.57 | |
| NestedformerVenue=MICCAI’222025.09 | 40.17 | 72.95 | 63.22 | 32.59 | |
| SAM-Med3DVenue=TNNLS’25, Modality=PET2025.09 | 31.94 | 18.03 | 69.69 | 24.35 | |
| DINOv3-LVenue=Arxiv’25, Modality=CT+PET2025.09 | 30.86 | — | 34.99 | 39.98 | |
| UNETR++Venue=TMI’242025.09 | 29.95 | 27.74 | 61.84 | 21.75 | |
| SAM-Med3DVenue=TNNLS’25, Modality=CT2025.09 | 27.52 | 18.84 | 43.94 | 24.46 | |
| DINOv3-LVenue=Arxiv’25, Modality=PET2025.09 | 9.43 | — | 9.4 | 25.93 |